Meeting the stringent safety standards for autonomous driving requires proof that all complex interactions between an autonomous vehicle and its surrounding environment, traffic and weather can be tested across millions of scenarios. This testing requires billions of miles of exhaustive physical road tests of the prototype car, consuming decades of development time and cost.

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